Pandas Profiling Report

Dataset statistics

Number of variables	17
Number of observations	2002
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	266.0 KiB
Average record size in memory	136.1 B

Variable types

DateTime	1
Numeric	14
Categorical	2

Alerts

`1` is highly overall correlated with `15` and 1 other fields	High correlation
`10` is highly overall correlated with `11` and 4 other fields	High correlation
`11` is highly overall correlated with `10` and 7 other fields	High correlation
`12` is highly overall correlated with `11` and 1 other fields	High correlation
`13` is highly overall correlated with `15` and 2 other fields	High correlation
`14` is highly overall correlated with `15`	High correlation
`15` is highly overall correlated with `1` and 2 other fields	High correlation
`16` is highly overall correlated with `1` and 1 other fields	High correlation
`2` is highly overall correlated with `10` and 4 other fields	High correlation
`3` is highly overall correlated with `10` and 5 other fields	High correlation
`4` is highly overall correlated with `3` and 2 other fields	High correlation
`5` is highly overall correlated with `11` and 3 other fields	High correlation
`6` is highly overall correlated with `10` and 4 other fields	High correlation
`7` is highly overall correlated with `10` and 7 other fields	High correlation
`8` is highly overall correlated with `11` and 4 other fields	High correlation
`9` is highly overall correlated with `13` and 1 other fields	High correlation
`15` is highly imbalanced (66.1%)	Imbalance
`0` has unique values	Unique
`1` has unique values	Unique
`5` has unique values	Unique
`7` has unique values	Unique
`9` has unique values	Unique
`13` has unique values	Unique
`14` has 1876 (93.7%) zeros	Zeros

Reproduction

Analysis started	2024-05-15 19:00:29.200830
Analysis finished	2024-05-15 19:01:26.197397
Duration	57 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

0
Date

UNIQUE

Distinct	2002
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	15.8 KiB

Minimum	2015-01-03 01:00:00
Maximum	2020-06-26 01:00:00

Histogram

Histogram with fixed size bins (bins=50)

1
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	2002
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1011.0193

Minimum	751.0318
Maximum	1327.0633
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	751.0318
5-th percentile	904.55619
Q1	965.01122
median	1009.5245
Q3	1055.885
95-th percentile	1121.014
Maximum	1327.0633
Range	576.0315
Interquartile range (IQR)	90.873775

Descriptive statistics

Standard deviation	68.256084
Coefficient of variation (CV)	0.06751215
Kurtosis	0.67418081
Mean	1011.0193
Median Absolute Deviation (MAD)	45.17845
Skewness	0.15712071
Sum	2024060.6
Variance	4658.8931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
970.345	1	< 0.1%
1029.8998	1	< 0.1%
974.7875	1	< 0.1%
986.7204	1	< 0.1%
963.4588	1	< 0.1%
1038.2351	1	< 0.1%
978.4757	1	< 0.1%
978.2844	1	< 0.1%
1040.2473	1	< 0.1%
991.0457	1	< 0.1%
Other values (1992)	1992	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
751.0318	1	< 0.1%
766.4758	1	< 0.1%
777.7424	1	< 0.1%
777.9586	1	< 0.1%
783.3857	1	< 0.1%
791.247	1	< 0.1%
819.676	1	< 0.1%
827.9922	1	< 0.1%
830.4778	1	< 0.1%
835.64	1	< 0.1%

Value	Count	Frequency (%)
1327.0633	1	< 0.1%
1292.9535	1	< 0.1%
1284.0224	1	< 0.1%
1261.9023	1	< 0.1%
1257.1058	1	< 0.1%
1242.6811	1	< 0.1%
1239.4978	1	< 0.1%
1224.6558	1	< 0.1%
1221.893	1	< 0.1%
1207.2398	1	< 0.1%

2
Real number (ℝ)

HIGH CORRELATION

Distinct	1971
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.019802

Minimum	23.30459
Maximum	27.989404
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	23.30459
5-th percentile	24.692354
Q1	25.507257
median	26.102914
Q3	26.587518
95-th percentile	27.161028
Maximum	27.989404
Range	4.6848145
Interquartile range (IQR)	1.0802612

Descriptive statistics

Standard deviation	0.76367606
Coefficient of variation (CV)	0.029349803
Kurtosis	-0.10296193
Mean	26.019802
Median Absolute Deviation (MAD)	0.53234863
Skewness	-0.39347939
Sum	52091.644
Variance	0.58320113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.63100586	2	0.1%
25.84169922	2	0.1%
25.87325439	2	0.1%
25.97597656	2	0.1%
25.84591064	2	0.1%
26.10701904	2	0.1%
25.90438232	2	0.1%
25.50692139	2	0.1%
26.24541626	2	0.1%
26.1645752	2	0.1%
Other values (1961)	1982	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23.30458984	1	< 0.1%
23.50570068	1	< 0.1%
23.50969849	1	< 0.1%
23.5854126	1	< 0.1%
23.59307251	1	< 0.1%
23.63308105	1	< 0.1%
23.74416504	1	< 0.1%
23.78597412	1	< 0.1%
23.86593018	1	< 0.1%
23.86721191	1	< 0.1%

Value	Count	Frequency (%)
27.9894043	1	< 0.1%
27.97078857	1	< 0.1%
27.94170532	1	< 0.1%
27.76104126	1	< 0.1%
27.7522522	1	< 0.1%
27.74782715	1	< 0.1%
27.7305542	1	< 0.1%
27.72313843	1	< 0.1%
27.70931396	1	< 0.1%
27.67443237	1	< 0.1%

3
Real number (ℝ)

HIGH CORRELATION

Distinct	2000
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.018516326

Minimum	0.013458576
Maximum	0.021790095
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.013458576
5-th percentile	0.015809142
Q1	0.017419186
median	0.018747094
Q3	0.019669092
95-th percentile	0.020608804
Maximum	0.021790095
Range	0.008331519
Interquartile range (IQR)	0.0022499052

Descriptive statistics

Standard deviation	0.0014999646
Coefficient of variation (CV)	0.08100768
Kurtosis	-0.51238629
Mean	0.018516326
Median Absolute Deviation (MAD)	0.0010647575
Skewness	-0.4708361
Sum	37.069685
Variance	2.2498938 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.019516805	2	0.1%
0.019028902	2	0.1%
0.018576382	1	< 0.1%
0.019165402	1	< 0.1%
0.019737571	1	< 0.1%
0.019188154	1	< 0.1%
0.019424727	1	< 0.1%
0.019615397	1	< 0.1%
0.018761007	1	< 0.1%
0.019409535	1	< 0.1%
Other values (1990)	1990	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.013458576	1	< 0.1%
0.013760222	1	< 0.1%
0.014111134	1	< 0.1%
0.014240263	1	< 0.1%
0.014401053	1	< 0.1%
0.014525168	1	< 0.1%
0.014614995	1	< 0.1%
0.014642283	1	< 0.1%
0.014651822	1	< 0.1%
0.01471161	1	< 0.1%

Value	Count	Frequency (%)
0.021790095	1	< 0.1%
0.021599382	1	< 0.1%
0.021522835	1	< 0.1%
0.02151547	1	< 0.1%
0.021495502	1	< 0.1%
0.021425324	1	< 0.1%
0.02140834	1	< 0.1%
0.021347908	1	< 0.1%
0.021341497	1	< 0.1%
0.021340372	1	< 0.1%

4
Real number (ℝ)

HIGH CORRELATION

Distinct	1799
Distinct (%)	89.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.066169951

Minimum	0
Maximum	0.40527344
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0062365532
Q1	0.023990631
median	0.054046631
Q3	0.093856811
95-th percentile	0.16679077
Maximum	0.40527344
Range	0.40527344
Interquartile range (IQR)	0.06986618

Descriptive statistics

Standard deviation	0.053714298
Coefficient of variation (CV)	0.8117627
Kurtosis	2.3888356
Mean	0.066169951
Median Absolute Deviation (MAD)	0.032291412
Skewness	1.3559653
Sum	132.47224
Variance	0.0028852258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.037719727	5	0.2%
0.13641357	4	0.2%
0.063079834	4	0.2%
0.12805176	3	0.1%
0.06890869	3	0.1%
0.06741333	3	0.1%
0.02355957	3	0.1%
0.06411743	3	0.1%
0.086761475	3	0.1%
0.0501709	3	0.1%
Other values (1789)	1968	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.835078 × 10^-5	1	< 0.1%
2.11671 × 10^-5	1	< 0.1%
3.3676624 × 10^-5	1	< 0.1%
4.0516257 × 10^-5	1	< 0.1%
6.341934 × 10^-5	1	< 0.1%
0.00010621548	1	< 0.1%
0.00012624264	1	< 0.1%
0.00014030933	1	< 0.1%
0.00014770031	1	< 0.1%

Value	Count	Frequency (%)
0.40527344	1	< 0.1%
0.31811523	1	< 0.1%
0.30541992	1	< 0.1%
0.29089355	1	< 0.1%
0.29077148	1	< 0.1%
0.28527832	1	< 0.1%
0.2824707	1	< 0.1%
0.27441406	1	< 0.1%
0.27148438	1	< 0.1%
0.27001953	1	< 0.1%

5
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	2002
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.623538

Minimum	0.0089788897
Maximum	33.65469
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.0089788897
5-th percentile	3.5210975
Q1	7.4427314
median	11.238141
Q3	17.711405
95-th percentile	24.490464
Maximum	33.65469
Range	33.645711
Interquartile range (IQR)	10.268674

Descriptive statistics

Standard deviation	6.5880481
Coefficient of variation (CV)	0.52188603
Kurtosis	-0.57770537
Mean	12.623538
Median Absolute Deviation (MAD)	4.6640373
Skewness	0.48703467
Sum	25272.323
Variance	43.402378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.85054582	1	< 0.1%
8.492288547	1	< 0.1%
4.140860069	1	< 0.1%
3.786563146	1	< 0.1%
9.285719361	1	< 0.1%
6.565026578	1	< 0.1%
4.643384079	1	< 0.1%
10.30994779	1	< 0.1%
7.60586761	1	< 0.1%
5.362727565	1	< 0.1%
Other values (1992)	1992	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.008978889731	1	< 0.1%
0.9167337676	1	< 0.1%
0.9419322793	1	< 0.1%
0.9822894101	1	< 0.1%
0.9993695006	1	< 0.1%
1.016719324	1	< 0.1%
1.052176056	1	< 0.1%
1.080514972	1	< 0.1%
1.105608387	1	< 0.1%
1.138989213	1	< 0.1%

Value	Count	Frequency (%)
33.65469013	1	< 0.1%
33.55722238	1	< 0.1%
32.07974197	1	< 0.1%
31.51277294	1	< 0.1%
30.77790244	1	< 0.1%
30.61155931	1	< 0.1%
30.00356558	1	< 0.1%
29.93779923	1	< 0.1%
29.74541372	1	< 0.1%
29.67101691	1	< 0.1%

6
Real number (ℝ)

HIGH CORRELATION

Distinct	1983
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.536313

Minimum	20.66485
Maximum	27.955713
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	20.66485
5-th percentile	22.433366
Q1	23.96647
median	24.678888
Q3	25.206934
95-th percentile	26.142839
Maximum	27.955713
Range	7.290863
Interquartile range (IQR)	1.2404633

Descriptive statistics

Standard deviation	1.1027546
Coefficient of variation (CV)	0.044943777
Kurtosis	0.86004114
Mean	24.536313
Median Absolute Deviation (MAD)	0.59754944
Skewness	-0.54105737
Sum	49121.699
Variance	1.2160677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.71932373	2	0.1%
24.69875488	2	0.1%
24.59230957	2	0.1%
24.87130127	2	0.1%
24.77218018	2	0.1%
24.72536621	2	0.1%
25.01473389	2	0.1%
24.44411621	2	0.1%
25.21529541	2	0.1%
24.47860107	2	0.1%
Other values (1973)	1982	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.66484985	1	< 0.1%
20.68361816	1	< 0.1%
20.71535645	1	< 0.1%
20.85857544	1	< 0.1%
20.88070068	1	< 0.1%
20.96380005	1	< 0.1%
20.99996338	1	< 0.1%
21.05397949	1	< 0.1%
21.06768188	1	< 0.1%
21.11467896	1	< 0.1%

Value	Count	Frequency (%)
27.95571289	1	< 0.1%
27.74901733	1	< 0.1%
27.64394531	1	< 0.1%
27.59749756	1	< 0.1%
27.42446289	1	< 0.1%
27.38125	1	< 0.1%
27.34938965	1	< 0.1%
27.34139404	1	< 0.1%
27.33846436	1	< 0.1%
27.32467041	1	< 0.1%

7
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	2002
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0178587

Minimum	0.013065504
Maximum	0.020951403
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.013065504
5-th percentile	0.015186125
Q1	0.01667262
median	0.01823647
Q3	0.01900591
95-th percentile	0.019815466
Maximum	0.020951403
Range	0.007885899
Interquartile range (IQR)	0.0023332895

Descriptive statistics

Standard deviation	0.0014918712
Coefficient of variation (CV)	0.083537501
Kurtosis	-0.53948835
Mean	0.0178587
Median Absolute Deviation (MAD)	0.001004326
Skewness	-0.54758543
Sum	35.753118
Variance	2.2256797 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.017271755	1	< 0.1%
0.01897497	1	< 0.1%
0.018074768	1	< 0.1%
0.018601244	1	< 0.1%
0.018059263	1	< 0.1%
0.019081676	1	< 0.1%
0.019302724	1	< 0.1%
0.018685116	1	< 0.1%
0.018982297	1	< 0.1%
0.018265096	1	< 0.1%
Other values (1992)	1992	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.013065504	1	< 0.1%
0.013332976	1	< 0.1%
0.013536983	1	< 0.1%
0.013645911	1	< 0.1%
0.013673093	1	< 0.1%
0.013676259	1	< 0.1%
0.013854224	1	< 0.1%
0.013857316	1	< 0.1%
0.013878903	1	< 0.1%
0.0138802575	1	< 0.1%

Value	Count	Frequency (%)
0.020951403	1	< 0.1%
0.02092876	1	< 0.1%
0.02085963	1	< 0.1%
0.020859309	1	< 0.1%
0.020852108	1	< 0.1%
0.020843904	1	< 0.1%
0.020783335	1	< 0.1%
0.020738358	1	< 0.1%
0.020729717	1	< 0.1%
0.02059998	1	< 0.1%

8
Real number (ℝ)

HIGH CORRELATION

Distinct	1816
Distinct (%)	90.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.085145876

Minimum	5.3584576 × 10^-5
Maximum	0.42736816
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	5.3584576 × 10^-5
5-th percentile	0.0051080705
Q1	0.03169632
median	0.069152835
Q3	0.11775971
95-th percentile	0.2271698
Maximum	0.42736816
Range	0.42731458
Interquartile range (IQR)	0.086063386

Descriptive statistics

Standard deviation	0.070855342
Coefficient of variation (CV)	0.83216411
Kurtosis	2.8681169
Mean	0.085145876
Median Absolute Deviation (MAD)	0.041229251
Skewness	1.4863764
Sum	170.46204
Variance	0.0050204795
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.12664795	4	0.2%
0.051742554	3	0.1%
0.06347656	3	0.1%
0.053482056	3	0.1%
0.0697937	3	0.1%
0.08642578	3	0.1%
0.15216064	3	0.1%
0.0640564	3	0.1%
0.094818115	3	0.1%
0.033737183	3	0.1%
Other values (1806)	1971	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.3584576 × 10^-5	1	< 0.1%
5.9470534 × 10^-5	1	< 0.1%
0.000120550394	1	< 0.1%
0.00029027462	1	< 0.1%
0.0003349781	1	< 0.1%
0.00035512447	1	< 0.1%
0.00036036968	1	< 0.1%
0.00042426586	1	< 0.1%
0.00048804283	1	< 0.1%
0.00052690506	1	< 0.1%

Value	Count	Frequency (%)
0.42736816	1	< 0.1%
0.4227295	1	< 0.1%
0.42077637	1	< 0.1%
0.41540527	1	< 0.1%
0.4071045	1	< 0.1%
0.39819336	1	< 0.1%
0.38916016	1	< 0.1%
0.3881836	1	< 0.1%
0.38720703	1	< 0.1%
0.38598633	1	< 0.1%

9
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	2002
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8644742

Minimum	0.31339551
Maximum	19.095462
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.31339551
5-th percentile	2.3403832
Q1	3.7202672
median	5.0414314
Q3	7.2131408
95-th percentile	12.409258
Maximum	19.095462
Range	18.782067
Interquartile range (IQR)	3.4928735

Descriptive statistics

Standard deviation	3.0564173
Coefficient of variation (CV)	0.52117499
Kurtosis	1.2639458
Mean	5.8644742
Median Absolute Deviation (MAD)	1.6057529
Skewness	1.2039218
Sum	11740.677
Variance	9.3416869
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.32894873	1	< 0.1%
3.797464554	1	< 0.1%
3.637792438	1	< 0.1%
2.333239939	1	< 0.1%
2.864444599	1	< 0.1%
5.458621173	1	< 0.1%
5.402560867	1	< 0.1%
4.538598689	1	< 0.1%
6.200078296	1	< 0.1%
3.526802957	1	< 0.1%
Other values (1992)	1992	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3133955097	1	< 0.1%
0.3940930507	1	< 0.1%
0.5393900448	1	< 0.1%
0.8603910869	1	< 0.1%
0.8913131294	1	< 0.1%
0.9268291964	1	< 0.1%
0.935990952	1	< 0.1%
1.045690738	1	< 0.1%
1.059245811	1	< 0.1%
1.142428701	1	< 0.1%

Value	Count	Frequency (%)
19.0954621	1	< 0.1%
18.15774946	1	< 0.1%
18.06919143	1	< 0.1%
17.77663675	1	< 0.1%
17.44643987	1	< 0.1%
16.63827168	1	< 0.1%
16.50801092	1	< 0.1%
16.49687917	1	< 0.1%
16.19061465	1	< 0.1%
16.11799772	1	< 0.1%

10
Real number (ℝ)

HIGH CORRELATION

Distinct	1975
Distinct (%)	98.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.860317

Minimum	20.270044
Maximum	25.0953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	20.270044
5-th percentile	21.590004
Q1	22.374834
median	22.897897
Q3	23.381868
95-th percentile	24.033702
Maximum	25.0953
Range	4.8252563
Interquartile range (IQR)	1.0070343

Descriptive statistics

Standard deviation	0.74105862
Coefficient of variation (CV)	0.032416812
Kurtosis	0.012729327
Mean	22.860317
Median Absolute Deviation (MAD)	0.49919128
Skewness	-0.25617507
Sum	45766.355
Variance	0.54916787
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.39156494	2	0.1%
22.45302734	2	0.1%
23.05404053	2	0.1%
22.54683838	2	0.1%
23.22237549	2	0.1%
23.15368042	2	0.1%
23.36776123	2	0.1%
23.43569336	2	0.1%
23.28310547	2	0.1%
22.31191406	2	0.1%
Other values (1965)	1982	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.27004395	1	< 0.1%
20.29607544	1	< 0.1%
20.51848755	1	< 0.1%
20.5185791	1	< 0.1%
20.53203735	1	< 0.1%
20.54335938	1	< 0.1%
20.63152466	1	< 0.1%
20.63674316	1	< 0.1%
20.66195068	1	< 0.1%
20.68798218	1	< 0.1%

Value	Count	Frequency (%)
25.09530029	1	< 0.1%
24.89321289	1	< 0.1%
24.8098999	1	< 0.1%
24.73696289	1	< 0.1%
24.61428223	1	< 0.1%
24.60592041	1	< 0.1%
24.58947144	1	< 0.1%
24.58251343	1	< 0.1%
24.54003296	1	< 0.1%
24.53371582	1	< 0.1%

11
Real number (ℝ)

HIGH CORRELATION

Distinct	2001
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.016994771

Minimum	0.013184203
Maximum	0.02008906
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.013184203
5-th percentile	0.0147232
Q1	0.01602268
median	0.017266568
Q3	0.017953311
95-th percentile	0.018718395
Maximum	0.02008906
Range	0.006904857
Interquartile range (IQR)	0.0019306315

Descriptive statistics

Standard deviation	0.0012661505
Coefficient of variation (CV)	0.074502359
Kurtosis	-0.46756215
Mean	0.016994771
Median Absolute Deviation (MAD)	0.000866522
Skewness	-0.50286394
Sum	34.023531
Variance	1.6031371 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.017212441	2	0.1%
0.016562222	1	< 0.1%
0.018036554	1	< 0.1%
0.017090576	1	< 0.1%
0.017128771	1	< 0.1%
0.016983518	1	< 0.1%
0.01765498	1	< 0.1%
0.017944692	1	< 0.1%
0.017388118	1	< 0.1%
0.017486935	1	< 0.1%
Other values (1991)	1991	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.013184203	1	< 0.1%
0.013244578	1	< 0.1%
0.013303127	1	< 0.1%
0.013320945	1	< 0.1%
0.013348844	1	< 0.1%
0.013404061	1	< 0.1%
0.013470897	1	< 0.1%
0.01351267	1	< 0.1%
0.013590389	1	< 0.1%
0.01360806	1	< 0.1%

Value	Count	Frequency (%)
0.02008906	1	< 0.1%
0.01989226	1	< 0.1%
0.019754171	1	< 0.1%
0.019668505	1	< 0.1%
0.019661602	1	< 0.1%
0.019618059	1	< 0.1%
0.019525422	1	< 0.1%
0.019494249	1	< 0.1%
0.019479508	1	< 0.1%
0.01943304	1	< 0.1%

12
Real number (ℝ)

HIGH CORRELATION

Distinct	1707
Distinct (%)	85.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.13610804

Minimum	0.001434803
Maximum	0.46826172
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.001434803
5-th percentile	0.03720398
Q1	0.077178955
median	0.12187195
Q3	0.17453003
95-th percentile	0.29331055
Maximum	0.46826172
Range	0.46682692
Interquartile range (IQR)	0.097351078

Descriptive statistics

Standard deviation	0.078081246
Coefficient of variation (CV)	0.57367105
Kurtosis	0.75454712
Mean	0.13610804
Median Absolute Deviation (MAD)	0.048172003
Skewness	0.96720533
Sum	272.48831
Variance	0.0060966809
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.17980957	6	0.3%
0.068603516	4	0.2%
0.17419434	3	0.1%
0.1720581	3	0.1%
0.10592651	3	0.1%
0.13586426	3	0.1%
0.13500977	3	0.1%
0.101867676	3	0.1%
0.15979004	3	0.1%
0.14367676	3	0.1%
Other values (1697)	1968	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001434803	1	< 0.1%
0.0018720627	1	< 0.1%
0.0029201508	1	< 0.1%
0.0049591064	1	< 0.1%
0.006254196	1	< 0.1%
0.007200241	1	< 0.1%
0.008144379	1	< 0.1%
0.008926392	1	< 0.1%
0.010784149	1	< 0.1%
0.012622833	1	< 0.1%

Value	Count	Frequency (%)
0.46826172	1	< 0.1%
0.4276123	1	< 0.1%
0.4239502	1	< 0.1%
0.41333008	1	< 0.1%
0.4124756	1	< 0.1%
0.40734863	1	< 0.1%
0.40161133	1	< 0.1%
0.39770508	1	< 0.1%
0.397583	1	< 0.1%
0.39624023	1	< 0.1%

13
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	2002
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7105462

Minimum	0.038669383
Maximum	9.9716645
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0.038669383
5-th percentile	1.4318678
Q1	2.6024289
median	3.569944
Q3	4.6458618
95-th percentile	6.4188021
Maximum	9.9716645
Range	9.9329952
Interquartile range (IQR)	2.0434329

Descriptive statistics

Standard deviation	1.5386157
Coefficient of variation (CV)	0.41466016
Kurtosis	0.18774012
Mean	3.7105462
Median Absolute Deviation (MAD)	1.021988
Skewness	0.49029491
Sum	7428.5134
Variance	2.3673382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.364147952	1	< 0.1%
3.163074553	1	< 0.1%
3.074125226	1	< 0.1%
3.014882633	1	< 0.1%
2.028136875	1	< 0.1%
3.12123159	1	< 0.1%
4.008375847	1	< 0.1%
2.556075466	1	< 0.1%
4.34382358	1	< 0.1%
1.503705533	1	< 0.1%
Other values (1992)	1992	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0386693829	1	< 0.1%
0.1035752289	1	< 0.1%
0.135350314	1	< 0.1%
0.1568605677	1	< 0.1%
0.1653773399	1	< 0.1%
0.2522155039	1	< 0.1%
0.2707413114	1	< 0.1%
0.3216698754	1	< 0.1%
0.3684209402	1	< 0.1%
0.4303616081	1	< 0.1%

Value	Count	Frequency (%)
9.971664548	1	< 0.1%
9.112237206	1	< 0.1%
9.03474996	1	< 0.1%
8.967193741	1	< 0.1%
8.845326124	1	< 0.1%
8.750118721	1	< 0.1%
8.564446742	1	< 0.1%
8.5484231	1	< 0.1%
8.44157348	1	< 0.1%
8.400210936	1	< 0.1%

14
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7047952

Minimum	0
Maximum	22
Zeros	1876
Zeros (%)	93.7%
Negative	0
Negative (%)	0.0%
Memory size	15.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.1482235
Coefficient of variation (CV)	4.4668629
Kurtosis	24.080743
Mean	0.7047952
Median Absolute Deviation (MAD)	0
Skewness	4.8968191
Sum	1411
Variance	9.9113113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	1876	93.7%
12	7	0.3%
3	6	0.3%
11	6	0.3%
21	6	0.3%
19	6	0.3%
16	6	0.3%
4	6	0.3%
2	6	0.3%
1	6	0.3%
Other values (13)	71	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1876	93.7%
1	6	0.3%
2	6	0.3%
3	6	0.3%
4	6	0.3%
5	6	0.3%
6	6	0.3%
7	6	0.3%
8	6	0.3%
9	6	0.3%

Value	Count	Frequency (%)
22	5	0.2%
21	6	0.3%
20	5	0.2%
19	6	0.3%
18	5	0.2%
17	5	0.2%
16	6	0.3%
15	5	0.2%
14	5	0.2%
13	5	0.2%

15
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.8 KiB

0	1876
1	126

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2002
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1876	93.7%
1	126	6.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1876	93.7%
1	126	6.3%

Most occurring characters

Value	Count	Frequency (%)
0	1876	93.7%
1	126	6.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2002	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1876	93.7%
1	126	6.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2002	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1876	93.7%
1	126	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2002	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1876	93.7%
1	126	6.3%

16
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.8 KiB

1	1457
0	545

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2002
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	1457	72.8%
0	545	27.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1457	72.8%
0	545	27.2%

Most occurring characters

Value	Count	Frequency (%)
1	1457	72.8%
0	545	27.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2002	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1457	72.8%
0	545	27.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2002	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1457	72.8%
0	545	27.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2002	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1457	72.8%
0	545	27.2%

Auto

Heatmap
Table

	1	10	11	12	13	14	15	16	2	3	4	5	6	7	8	9
1	1.000	0.191	0.084	-0.125	-0.029	-0.077	1.000	1.000	0.177	0.088	-0.147	0.117	0.175	0.082	-0.125	0.011
10	0.191	1.000	0.784	0.275	-0.254	-0.063	0.000	0.000	0.770	0.621	0.269	-0.240	0.830	0.697	0.290	-0.298
11	0.084	0.784	1.000	0.537	-0.249	-0.110	0.022	0.022	0.754	0.824	0.496	-0.601	0.630	0.934	0.591	-0.444
12	-0.125	0.275	0.537	1.000	-0.055	-0.027	0.000	0.000	0.195	0.335	0.426	-0.418	0.181	0.484	0.718	-0.174
13	-0.029	-0.254	-0.249	-0.055	1.000	0.072	1.000	1.000	-0.323	-0.348	-0.099	0.302	-0.210	-0.261	-0.083	0.776
14	-0.077	-0.063	-0.110	-0.027	0.072	1.000	0.995	0.283	-0.077	-0.107	-0.054	0.119	-0.062	-0.121	-0.070	0.107
15	1.000	0.000	0.022	0.000	1.000	0.995	1.000	0.105	-0.080	-0.111	-0.058	0.123	-0.062	-0.126	-0.074	0.111
16	1.000	0.000	0.022	0.000	1.000	0.283	0.105	1.000	0.465	0.360	0.365	-0.325	0.449	0.396	0.318	-0.272
2	0.177	0.770	0.754	0.195	-0.323	-0.077	-0.080	0.465	1.000	0.765	0.416	-0.412	0.761	0.761	0.346	-0.409
3	0.088	0.621	0.824	0.335	-0.348	-0.107	-0.111	0.360	0.765	1.000	0.604	-0.483	0.525	0.852	0.471	-0.472
4	-0.147	0.269	0.496	0.426	-0.099	-0.054	-0.058	0.365	0.416	0.604	1.000	-0.449	0.271	0.525	0.617	-0.233
5	0.117	-0.240	-0.601	-0.418	0.302	0.119	0.123	-0.325	-0.412	-0.483	-0.449	1.000	-0.187	-0.624	-0.557	0.540
6	0.175	0.830	0.630	0.181	-0.210	-0.062	-0.062	0.449	0.761	0.525	0.271	-0.187	1.000	0.638	0.319	-0.248
7	0.082	0.697	0.934	0.484	-0.261	-0.121	-0.126	0.396	0.761	0.852	0.525	-0.624	0.638	1.000	0.644	-0.437
8	-0.125	0.290	0.591	0.718	-0.083	-0.070	-0.074	0.318	0.346	0.471	0.617	-0.557	0.319	0.644	1.000	-0.259
9	0.011	-0.298	-0.444	-0.174	0.776	0.107	0.111	-0.272	-0.409	-0.472	-0.233	0.540	-0.248	-0.437	-0.259	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	0	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15
0	2015-01-03 01:00:00	970.345	25.865259	0.018576	0.016174	21.850546	23.482446	0.017272	0.001855	10.328949	22.662134	0.016562	0.0961	5.364148	0	0
1	2015-01-04 01:00:00	944.0556	25.681818	0.018494	0.003898	19.89335	23.62713	0.01754	0.006481	8.287433	22.53338	0.016747	0.085571	4.433089	0	0
2	2015-01-05 01:00:00	928.5338	25.689905	0.018423	0.018112	20.812843	23.510217	0.01666	0.007763	11.81947	22.400842	0.015913	0.082062	6.599681	0	0
3	2015-01-06 01:00:00	914.6895	25.441034	0.017628	0.024033	28.399832	23.605096	0.01659	0.008877	14.22241	22.284784	0.015835	0.088104	7.670477	0	0
4	2015-01-07 01:00:00	940.4568	24.863245	0.016943	0.015156	20.156554	22.425745	0.016386	0.015404	10.078217	21.761682	0.015573	0.100281	6.593827	0	0
5	2015-01-08 01:00:00	962.4068	25.050806	0.017603	0.021622	19.646671	22.542993	0.016367	0.032715	9.836933	21.597681	0.015749	0.127625	6.068857	0	0
6	2015-01-09 01:00:00	943.6081	25.038477	0.016646	0.023941	26.213088	22.975977	0.015578	0.021172	13.294014	22.194727	0.015411	0.096252	6.865419	2	1
7	2015-01-10 01:00:00	906.958	24.976495	0.017215	0.025253	21.335333	23.55462	0.016421	0.051376	12.485627	22.288995	0.015735	0.121826	6.229961	0	0
8	2015-01-11 01:00:00	924.2795	25.169061	0.018249	0.022408	20.804379	23.536249	0.016708	0.026634	11.48224	22.442499	0.015831	0.09845	6.030867	0	0
9	2015-01-12 01:00:00	941.5469	25.29989	0.018568	0.033905	20.036418	23.83114	0.017271	0.024277	8.458085	23.04989	0.016279	0.093781	3.699248	0	0

	0	1	2	3	4	5	6	7	8	9	10	11	12	13	16
1992	2020-06-17 01:00:00	1061.0959	26.862177	0.019875	0.024651	11.528276	25.002802	0.019273	0.029648	6.366846	23.393427	0.018487	0.100067	4.535985	1
1993	2020-06-18 01:00:00	1005.4278	26.985864	0.02076	0.16687	10.368177	24.876489	0.018922	0.063599	3.404278	23.454614	0.017838	0.092438	2.195117	1
1994	2020-06-19 01:00:00	1043.9968	26.675867	0.019502	0.018982	11.128517	25.378992	0.019655	0.18457	4.036261	23.332117	0.01835	0.184692	3.542784	1
1995	2020-06-20 01:00:00	1029.152	26.728448	0.020504	0.118622	7.805153	25.181573	0.019443	0.166199	4.851443	23.884698	0.019138	0.065491	5.003853	1
1996	2020-06-21 01:00:00	1028.9622	26.769128	0.020487	0.084595	9.549168	24.722253	0.018839	0.046509	3.383892	22.566003	0.017221	0.036499	3.044263	1
1997	2020-06-22 01:00:00	1027.8547	26.527094	0.019906	0.070282	7.037728	24.198969	0.018083	0.032135	2.846843	22.495844	0.017129	0.041183	2.46788	1
1998	2020-06-23 01:00:00	1078.3874	27.231409	0.020753	0.079224	9.564509	25.934534	0.020036	0.105103	4.056184	23.981409	0.019037	0.174255	3.698103	1
1999	2020-06-24 01:00:00	965.272	26.752344	0.020371	0.080048	7.160463	25.377344	0.019677	0.084167	4.283394	23.471094	0.018525	0.092896	3.727516	1
2000	2020-06-25 01:00:00	1060.0075	26.959497	0.02086	0.038895	10.756265	24.990747	0.019013	0.059494	2.446189	23.084497	0.017876	0.120636	2.878472	1
2001	2020-06-26 01:00:00	1068.2532	26.784082	0.020272	0.046677	14.937148	24.971582	0.018975	0.086395	3.196378	23.221582	0.017991	0.17926	2.732777	1

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample